E

EmpCloud

conf 0.55

Thunder Marketing · 1Touch-dev

Akash Kumar

akash@kyma.world

2026-09-21 → 2026-09-28 · showing up to 2026-09-28 · live data last updated 28 Sept, 05:07 UTC

Hours tracked

33.9

4 days tracked

Hours per day

8.5

on days with tracked time

Mean activity

20.6%

never scored

PRs opened

0

in this period

PRs merged

0

none opened

Median time to merge

—

nothing merged

Commits

7

1 repositories

Lines changed

9,804

context only — never scored

Identity

A person is only measurable across the providers they are linked to.

aws Akashaws 2:Akash-Kgithub AkashKymagithub akash@1touch.devhubstaff Akash Kumar

Evidence confidence for this person

0.00floor 0.601.00

0.55 against a 0.60 floor — no composite score is computed and no alert can fire for this person (AC-05). Measured 0.70, capped because no task tracker defines the work.

Delivery signal

An input to a conversation, not a verdict.

Behind

73

rank 10 of 14

behind ≤ 73median 7982 ≤ leading
infrastructure 15%17
consistency 12%45
change discipline 18%100
craft 25%99
completed work 22%—
review 8%—

Why this reads as “Behind”

The band is cut from this period's own distribution, not a fixed threshold. The arithmetic is below so it can be checked rather than believed.

73 of 100, ranked 10 of 14 people with a score, against a cohort median of 79. The bands are cut from this period's own distribution, not fixed thresholds: ≤ 73 is behind, ≥ 82 is leading, and this person is in the bottom 30% of people with a score this period. With every component at the cohort median this person would score 81; they score 73. That difference is carried by infrastructure (17 against a cohort median of 50, worth -7.1 points) and consistency (45 against a cohort median of 53, worth -1.4 points). 2 of 6 components (completed work, review) could not be measured at all, so the remaining weights were rescaled — this score rests on 70% of the intended evidence.

A band compares this person to the 14 people who have a score in this window — nothing more. It is not a rating, it does not persist, and it moves when the cohort or the window moves.

How this number was built

Every term is shown with the rows it came from and the cohort figure it was judged against. If a term looks wrong, the tables below are the argument.

ComponentWeightScoreCohort medianEffectComputed from
Infrastructure15%1750-7.165 points from 26 AWS changes on 4 days
Consistency12%4553-1.4code landed on 19 separate days
Change discipline18%1001000median commit 96 lines
Craft25%9998+0.471 of 71 commits name what they changed
Completed work22%———not scored — never assigned a task in any connected tracker. Scoring 0 here would read as "delivered nothing" when the truth is that no tracker describes this person’s work.
Review8%———not scored — no review is recorded anywhere in the organisation, so this term has no data for anyone. It is withheld rather than scored 0 — a 0 would read as "does not collaborate".

Effect is a counterfactual, not a share: how many points this person’s score would move if that one component dropped to the cohort median for it. The effects sum to 73 − 81 = -8, where 81 is what this person would score with every one of their components at the cohort median. Negative rows are the reason the total sits where it does. A component with no data is withheld and the remaining weights are rescaled — it is never scored as zero, and it never counts against anyone.

Measured but deliberately not scored: 33.9 hours tracked, 7 commits, 9,804 lines changed, 20.2% activity. The first four measure motion rather than delivery and are trivially inflated. CI is excluded because it exists on a minority of repositories, so scoring it would rank people by which repository they work in. This score cannot see architecture, planning, mentoring, incident response or infrastructure work at all.

Infrastructure work

From CloudTrail — the only record of work that leaves no trace in git.

Weighted points

62

Changes

25

Days

1

Unscored

1

sign-ins, own MFA, shells

Provisioning 4 × 5ptConfiguration 21 × 2pt

What they actually did

  • route53 ChangeResourceRecordSets×14 · 28 pts
  • ses CreateEmailIdentity×4 · 20 pts
  • ses PutEmailIdentityDkimAttributes×4 · 8 pts
  • q SendMessage×3 · 6 pts

CloudTrail records the API call, not the intent. It cannot tell a considered change from one corrected a minute later, and it retains 90 days — so an empty earlier period means “not retained”, never “nothing happened”.

Employee KPIs

Six of the twelve. Where a value is absent the reason is stated — never rendered as a zero.

Focused project ratio

conf 0.90

1.1%

0.36h of 33.9h on mapped projects. A project-mapping metric, not a diligence metric.

Evidence confidence

conf 1.00

55%

Below the 0.6 floor, so no composite score is computed and no alert can fire (AC-05).

Accepted difficulty pointsblockedNone of this person's 44 work units reached acceptance (merged + first CI green + ≥1 review).
First-pass acceptanceblockedNothing accepted, so there is no first-pass rate.
Idle classification mixblocked0 of 228 intervals carry a class.
Tokens per accepted pointblockedNo AI usage data connected.

Day by day

Tracked time beside code that landed. Click a day for the raw Hubstaff intervals behind its hours.

DayHoursAct%CommitsPRs openedPRs merged
▸ 2026-09-280.00—000
▸ 2026-09-270.00—000
▾ 2026-09-260.00—000
▸ 2026-09-259.8823.1700
▸ 2026-09-249.3114.8000
▸ 2026-09-237.5223.6000
▸ 2026-09-220.00—000
▸ 2026-09-217.1919.5000

Raw Hubstaff intervals · 2026-09-26

No intervals stored for this day. That is an absence of tracked time, not a claim that no work happened.

Where the time went

Hubstaff project attribution.

Position18.8h124 rows
Thunder Marketing's Project14.7h100 rows
email-service0.4h4 rows

What was not counted

Commits excluded from output, with the reason stored on the row.

Nothing of this person's was excluded in this window.

Pull requests · 0

The rows behind “merged” and “reviewed before merge”. Every one links to GitHub.

No pull requests opened or merged by this person in this window.

Commits · 7 counted, 0 excluded

Default-branch history only. Work on unmerged PR branches does not appear here — see the pull requests above.

SHARepoMessageWhen+/−Counted
065d62ePOSITION_INTELLIGENCEMerge branch 'feature/squadB-retention-personas-search' into feature/…2026-09-25+1,863 −118counted
8bbebb5POSITION_INTELLIGENCEfix(embeddings): request 1024-d vectors from OpenAI text-embedding-32026-09-25+30 −20counted
70e4f23POSITION_INTELLIGENCEfeat(datalayer): add Day 2 retention clock, personas schema, and sear…2026-09-25+1,853 −118counted
8c578faPOSITION_INTELLIGENCEdocs(squadb): reconcile memory bank with Day 1 landed indexes and dat…2026-09-25+21 −17counted
7fe7643POSITION_INTELLIGENCEMerge branch 'feature/squadB-saved-datasets' into feature/squadB2026-09-25+1,893 −109counted
273157dPOSITION_INTELLIGENCEfeat(datalayer): finish Day 1 shared databases and saved datasets2026-09-25+1,893 −108counted
d8fed85POSITION_INTELLIGENCEdocs(squadb): add LLM memory-bank, file tree, and Day 2 Akash context2026-09-25+1,745 −16counted

This is wrong

Anything on this page can be disputed. A correction is a stored row, not an email — it stays attached to the figure it challenges.

There is no authentication in this POC, so the submitter is self-declared. Before this platform is used for anything that affects pay, this field has to come from a real session.

Corrections on record · 0

Open disputes are shown to anyone reading this person's numbers.

Nothing disputed yet.